[fusion_builder_container hundred_percent=”no” equal_height_columns=”no” hide_on_mobile=”small-visibility,medium-visibility,large-visibility” background_position=”center center” background_repeat=”no-repeat” fade=”no” background_parallax=”none” parallax_speed=”0.3″ video_aspect_ratio=”16:9″ video_loop=”yes” video_mute=”yes” border_style=”solid”][fusion_builder_row][fusion_builder_column type=”1_1″ layout=”1_1″ background_position=”left top” background_color=”” border_size=”” border_color=”” border_style=”solid” border_position=”all” spacing=”yes” background_image=”” background_repeat=”no-repeat” padding_top=”” padding_right=”” padding_bottom=”” padding_left=”” margin_top=”0px” margin_bottom=”0px” class=”” id=”” animation_type=”” animation_speed=”0.3″ animation_direction=”left” hide_on_mobile=”small-visibility,medium-visibility,large-visibility” center_content=”no” last=”no” min_height=”” hover_type=”none” link=””][fusion_text]

VantagePoint Software Accuracy Measurements

La rete neurale, per ogni mercato analizzato da VantagePoint, è stata “istruita”  e testata utilizzando i dati di mercato effettivi forniti da:  Data Center di TradersOnly. Il processo di formazione comprendeva :

  • l’analisi di correlazione
  • la selezione avanzata degli input
  • l’ottimizzazione dinamica
  • algoritmo di numerose tecniche statistiche avanzate.

L’Indice Neurale viene calcolato su  una media mobile a tre periodi, due dei quali predittivi.

Esso ci indica se il prezzo sarà rialzista o ribassista nei due periodi di negoziazione successivi all’ultimo giorno di contrattazione. Poiché questa previsione può essere solamente corretta o incorretta, la sua precisione può essere misurata in termini  percentuali. Ad esempio, se l’indice neurale è corretto 86 su 100 periodi, l’accuratezza è dell’86%.

I periodi di istruzione (training) e l’accuratezza dei test fatti per tutti i mercati sono elencate di seguito per tipo di mercato.

[/fusion_text][fusion_tabs design=”classic” layout=”horizontal” justified=”yes” backgroundcolor=”” inactivecolor=”” bordercolor=”” hide_on_mobile=”small-visibility,medium-visibility,large-visibility” class=”” id=””][fusion_tab title=”U.S. Stocks and ETFs”]Training Dates: Data from 11/20/2010 to 11/20/2015 were used to train the neural networks.
Testing Dates: Out-of-sample data from 11/20/2015 to 5/20/2016 were used to test the accuracy of each market’s Neural Index prediction.
The average accuracy was 75.8% with a low of 70.3% for ProShares UltraShort Technology and a high of 86.9% for Nordic American Tankers.

[fusion_table]
PERCENTAGE STOCK
74.6% 1-800-Flowers
73.0% 3D Systems
79.5% 3M
77.0% 51job Inc
73.0% 8×8 Inc
82.0% A. Schulman
71.3% A.M. Castle & Co
77.9% AAR Corp
77.0% AB InBev
74.6% Abaxis
77.0% ABB Ltd
77.9% Abbott
76.2% Abercrombie & Fitch
75.4% ABIOMED
78.7% ABM Industries
74.6% Abraxas Petroleum
73.8% Acadia Healthcare Company
81.8% ACADIA Pharmaceuticals
72.1% Accelerate Diagnostics
70.5% Accenture
73.8% Activision
75.4% Addus HomeCare
77.9% Adobe
74.6% Advance Auto Parts
75.4% Advanced Emissions Solutions
82.0% Advaxis
82.0% AES
71.3% Aetna
77.9% Affiliated Managers Group
76.2% Aflac
78.7% Agco
77.9% Agilent Technologies
82.8% Agrium
77.9% AIG
77.0% Air Products & Chemicals
80.3% AirMedia Group
74.6% AK Steel Holding
73.0% Akamai
79.5% Alaska Air Group
73.0% Albemarle
81.1% Alcoa Inc.
79.5% Alexion
75.4% Allegheny Technologies
80.3% Allergan Inc
73.0% Alliance Data Systems
76.2% Alliance Healthcare Services
82.8% Alliance One Intl
82.8% Allscripts Healtcare Solutions
70.5% Allstate
73.8% Alnylam Pharmaceuticals
76.2% Altria Group
73.8% Aluminum Corp. of China
80.3% AMAG Pharmaceuticals
73.0% Amazon.com
73.8% AMD
74.6% Amedisys Inc
78.7% Ameren
77.0% America Movil
77.9% American Airlines
77.9% American Assets Trust
77.9% American Axle & Manufacturing
81.1% American Capital Agency Corp
77.0% American Electric Power
75.4% American Express
78.7% American States Water
73.0% American Superconductor
77.0% American Tower
79.5% American Vanguard Corp
75.4% Ameriprise Financial
76.2% AmerisourceBergen
74.6% Ametek
80.3% Amgen
76.2% Amicus Therapeutics
72.1% AMN Healthcare Services
77.0% Amphenol
83.6% Anadarko Petroleum
77.9% Analog Devices
75.4% AngioDynamics
76.2% Anika Therapeutics
82.8% Annaly Capital Management
71.3% Anthem
76.2% Aon
73.8% Apache
75.4% Apartment Investment & Mgmt
82.0% Apple
76.2% Applied Materials
73.8% Aqua America
77.9% Arcelor Mittal
77.9% Archer-Daniels Midland
74.6% Assurant
70.5% AstraZeneca
78.7% AT&T
73.0% AU Optronics
77.9% Autodesk
73.0% Automatic Data Processing
73.8% AutoNation
79.5% AutoZone
77.9% AvalonBay Communities
73.8% Avery Dennison
74.6% Avon
76.2% B&G Foods
72.1% Baidu.com
73.8% Baker Hughes
71.3% Balchem Corp
74.6% Ball Corp
77.0% Bank of America
77.0% Bank of New York
77.9% Barclays
75.4% Barrick Gold
77.0% Basic Energy Services
77.0% Baxter
75.4% BB&T
76.2% BE Aerospace
79.5% Beacon Roofing Supply
76.2% Becton Dickinson and Co
72.1% Bed Bath & Beyond
77.0% Bemis Co
71.3% Berkshire Hathaway
74.6% Best Buy
78.7% BHP Billiton
77.9% Big Lots
72.1% Bill Barrett Corp
77.0% Bio Time
75.4% BioDelivery Sciences International
73.8% Biogen Idec
73.8% BIOLASE
71.3% BioScrip Inc
75.4% BlackBerry
73.0% BlackRock
76.2% Boeing
74.6% Boingo Wireless
75.4% Bon-Ton Stores
75.4% BorgWarner
73.0% Boston Beer
74.6% Boston Properties
78.7% Boston Scientific
78.7% BP
74.6% Bridgepoint Education
74.6% Briggs & Stratton
73.0% Bristol-Myers Squibb
76.2% Broadcom Ltd
77.0% Brown-Forman
70.5% Buffalo Wild Wings
75.4% Builders FirstSource
78.7% Bunge
77.0% C.R. Bard
71.3% CA
73.8% Cabot Microelectronics
74.6% Cabot Oil & Gas
74.6% CACI International
75.4% Cadence
71.3% Calamos Asset Management
76.2% CalAmp Corp
77.0% Caleres
82.0% Cameco
80.3% Campbell Soup
71.3% Canadian National Railway
74.6% Canadian Solar
72.1% Canon
74.6% Capital One
76.2% Capstead Mortgage
77.9% Cardinal Health
71.3% Career Education Corp
74.6% CarMax
71.3% Carnival Corp
79.5% Caterpillar
77.0% Cavium
78.7% CB Richard Ellis Group
77.9% CBOE Holdings
73.0% CBS
73.8% Cedar Fair
71.3% Celgene
77.9% Celldex Therapeutics
82.0% Cemex
77.0% CenterPoint Energy
82.0% Century Aluminum
70.5% Century Bancorp
74.6% CenturyLink
82.8% Cepheid
74.6% Cerner Corporation
77.9% CF Industries Holdings
84.4% CH Robinson Worldwide
73.8% Changyou.com Limited
75.4% Charles Schwab
71.3% Chart Industries
75.4% Charter Communications
75.4% Check Point Software Technologies
73.8% Cheesecake Factory
78.7% Chemtura Corporation
74.6% Chesapeake Energy
73.8% Chevron
75.4% Chicago Bridge & Iron
76.2% Chicago Mercantile Exchange
77.0% Chico’s
71.3% China Automotive Systems
71.3% China Cord Blood
73.8% China Eastern Airlines
77.9% China Finance Online
76.2% China Green Agriculture
73.0% China Information Technology
75.4% China Mobile
75.4% China Petroleum & Chemical Corp
73.8% China Southern Airlines
75.4% China Unicom (Hong Kong) Limited
72.1% ChinaCache International Holdings
76.2% ChipMOS Global
77.9% Chipotle Mexican Grill
71.3% Christopher & Banks Corporation
74.6% Chubb
76.2% Chunghwa Telecom
81.1% Cigna
73.8% Cimarex Energy Co.
73.0% Cincinnati Financial
75.4% Cintas
73.8% Cisco
77.9% Citigroup
76.2% Citrix Systems
70.5% Cliffs Natural Resources
74.6% Clorox
82.0% CMS Energy
77.0% Cninsure Inc
74.6% Coach
71.3% Coca-Cola
74.6% Coca-Cola Enterprises
77.9% Coeur d’Alene Mines
73.8% Cognizant Tech Solutions
76.2% Colgate-Palmolive
75.4% Comcast
81.1% Comerica
82.8% Commercial Metals
73.0% Companhia de Saneamento Basico de Sao Paulo
81.1% Companhia Energetica de Minas Gerais
73.0% Compass Minerals
77.0% Computer Sciences
80.3% ConAgra Foods
77.9% ConocoPhillips
79.5% CONSOL Energy
82.8% Consolidated Edison
77.9% Constellation Brands
73.8% Consumer Discretionary SPDR
82.0% Consumer Staples Select SPDR
77.9% Copart
73.8% Corning
73.8% Corrections Corp of America
74.6% Costco Wholesale
73.8% Cousins Properties
75.4% Craft Brew Alliance
70.5% Cree Research
74.6% Crown Castle International
74.6% Crown Holdings
73.0% CSX
73.8% Ctrip.com International
79.5% CubeSmart
74.6% Cummins
81.1% Curis
74.6% CurrencyShares Australian Dollar Trust
71.3% CurrencyShares British Pound Sterling Trust
80.3% CurrencyShares Canadian Dollar Trust
82.0% CurrencyShares Euro Trust
76.2% CurrencyShares Japanese Yen Trust
77.0% CurrencyShares Swiss Franc Trust
76.2% Curtiss-Wright Corporation
83.6% Cypress Semiconductor
84.4% CYS Investments
75.4% D.R. Horton
71.3% Danaher
76.2% Darden Restaurants
80.3% Davita
75.4% DCT Industrial Trust
73.8% Dean Foods
75.4% Deckers Outdoor
77.0% Delphi Automotive
82.0% Delta Air Lines
76.2% Denbury Resources
77.0% Dentsply
72.1% Derma Sciences
77.9% Devon Energy
72.1% DeVry
76.2% Diageo
73.0% Diamond Offshore Drilling
73.8% Diamonds
82.0% Diana Shipping
77.9% Diebold
73.0% Direxion Daily China Bull 3x Shares
72.1% Direxion Daily Energy Bear 3X ETF
73.0% Direxion Daily FTSE China Bear 3X
76.2% Direxion Daily Latin America Bull 3x Shares
71.3% Direxion Daily S&P 500 Bull 3X ETF
74.6% Direxion Energy Bull 3x Shares
74.6% Discover Financial Services
74.6% Discovery Communications
77.0% DJ Wilshire REIT
73.8% Dollar General
74.6% Dollar Tree
74.6% Dominion Resources
73.8% Dominoes Pizza
74.6% Dover
77.9% Dow Chemical
78.7% Dr Pepper Snapple Group
77.0% Dr. Reddy’s Laboratories
76.2% DTE Energy
74.6% Duke Energy
78.7% Dun & Bradstreet
77.9% DuPont
77.9% Dynavax Technologies
76.2% E*TRADE Financial
77.9% Eagle Materials
75.4% EarthLink
73.0% Eastman Chemical
79.5% Eaton
71.3% eBay
70.5% Ecolab
74.6% E-Commerce China Dangdang
76.2% Edison Intl
73.8% Edwards Lifesciences
70.5% eGain Corporation
77.9% Electronic Arts
70.5% Eli Lilly
71.3% Elizabeth Arden
74.6% EMC
75.4% Emerson
80.3% EnCana
76.2% Encore Wire
82.0% Energen Corp
75.4% Energy Recovery
75.4% Energy Sector SPDR
74.6% Ensco Intl
77.0% Entergy
70.5% Entravision Communications Corporation
75.4% EOG Resources
77.0% EQT Corp
77.9% Equifax
71.3% Equinix
73.8% Equity Commonwealth
77.9% Equity Residential
80.3% Essendant
79.5% Essex Property Trust
79.5% Estee Lauder
80.3% Eversource Energy
73.0% Exelixis
80.3% Exelon
72.1% Expedia
73.0% Expeditors
75.4% Express Scripts
73.8% Extreme Networks
72.1% Exxon Mobil
76.2% EZCORP
77.9% F5 Networks
70.5% Facebook
74.6% Fastenal
73.0% Federal Realty Investment Trust
73.0% Federal Signal
77.0% Federated Investors
78.7% FedEx
81.1% Ferrellgas Partners
71.3% Fidelity National Information Services
74.6% Fifth Street Finance
77.9% Fifth Third Bancorp
76.2% Financial Sector SPDR
77.9% Finisar
77.0% First Horizon National
76.2% First Solar
76.2% FirstEnergy
75.4% FirstMerit
78.7% Fiserv
71.3% Flextronics
76.2% FLIR Systems
73.0% Flowserve
80.3% Fluor
74.6% FMC
73.8% FMC Technologies
73.0% Foot Locker
71.3% Ford Motor
72.1% Fossil Group
72.1% Francesca’s Holdings Corporation
74.6% Franklin Resources
73.0% Freeport-McMoRan Copper & Gold
82.0% Frontier Communications
73.0% Frontline
77.0% FuelCell Energy
75.4% GAIN Capital Holdings
76.2% Galena Biopharma
77.9% Gamestop
75.4% Gap
71.3% Garmin
74.6% Gastar Exploration
79.5% GATX
76.2% General Dynamics
75.4% General Electric
80.3% General Growth Properties
80.3% General Mills
77.0% General Motors
81.1% Genuine Parts
75.4% Genworth Financial
77.9% Gerdau
79.5% Geron
77.9% Gilead Sciences
73.0% Goldcorp
73.8% Goldman Sachs
79.5% Goodyear Tire & Rubber
74.6% Google
70.5% Gordmans Stores
73.8% Graham Holdings
74.6% Gray Television
73.8% Great Lakes Dredge & Dock
71.3% Groupon
74.6% Guangshen Railway
73.0% Guaranty Bancorp
71.3% Gulf Resources
73.0% H&R Block
71.3% Hain Celestial Group
77.9% Halliburton
75.4% Hanesbrands
75.4% Harley-Davidson
75.4% Harman International Industries
72.1% Harris
72.1% Hartford Financial
75.4% Hasbro
81.1% HCA Holdings
78.7% HCP
80.3% Headwaters
76.2% Health Care SPDR
75.4% Hecla Mining
72.1% Helmerich & Payne
83.6% Henry Schein
73.0% Heritage Commerce
73.8% Hershey
73.8% Hess
72.1% Hexcel
74.6% Himax Technologies
71.3% HollySys Automation Technologies
72.1% Hologic
78.7% Home Depot
76.2% Honda Motor
74.6% Honeywell Intl
72.1% Horizon Pharma
80.3% Hormel Foods
73.0% Hornbeck Offshore Services
77.9% Host Hotels & Resorts
73.0% HP
76.2% Huaneng Power International
74.6% Huazhu Hotels Group
73.8% Humana
75.4% Huntington Bancshares
77.0% Huntsman
76.2% IBM
82.8% ICICI Bank Ltd
70.5% Iconix Brand Group
73.8% IdaCorp
74.6% Illinois Tool Works
74.6% ImmunoGen
75.4% Immunomedics
73.0% Independence Holding
70.5% Industrial SPDR
80.3% Infinera Corporation
76.2% Infinity Pharmaceuticals
71.3% Infosys Ltd
73.8% Ingersoll-Rand
73.8% Ingram Micro
76.2% Innospec
77.0% Insulet Corporation
72.1% Integrated Device Technology
76.2% Intel
77.9% Inteliquent
75.4% Intercontinental Exchange
77.0% InterDigital
73.8% Interface
77.9% International Flavors & Fragrances
75.4% International Game Technology
77.0% International Paper
74.6% Interpublic Group
77.9% Intrepid Potash
74.6% Intuit
79.5% Intuitive Surgical
72.1% Invesco
82.0% IONIS Pharmaceuticals
77.9% iPath DJ-UBS Commodity IDX Total Return ETN
75.4% iPath S&P GSCI Crude Oil Total Return IDX ETN
77.9% iPath S&P GSCI Total Return IDX ETN
74.6% IPG Photonics
71.3% Iridium Communications
82.8% Iron Mountain
77.9% iShares Barclays 1-3Yr T-Bond
77.0% iShares Barclays 20+ T-Bond
76.2% iShares Barclays AGG Bond
72.1% iShares COMEX Gold Trust
78.7% iShares CS Realty Majors
77.0% iShares DJ Real Estate IDX
75.4% iShares DJ Select Dividend
76.2% iShares DJ TRANS AVG
77.0% iShares DJ US Consumer Gds
76.2% iShares FTSE/Xinhua China 25 IDX
79.5% iShares iBoxx $ High Yield Corporate Bd
80.3% iShares Mortgage Real Estate Capped
76.2% iShares MSCI Australia IDX
75.4% iShares MSCI Austria IDX
72.1% iShares MSCI Brazil IDX
77.0% iShares MSCI EAFE IDX
77.9% iShares MSCI Emerg Mkts IDX
73.8% iShares MSCI Germany IDX
75.4% iShares MSCI Hong Kong IDX
70.5% iShares MSCI Japan IDX
73.8% iShares MSCI Malaysia
74.6% iShares MSCI Mexico IDX
73.8% iShares MSCI South Korea IDX
72.1% iShares MSCI Switzerland IDX
73.8% iShares MSCI Taiwan IDX
75.4% iShares MSCI United Kingdom IDX
74.6% iShares NASDAQ Biotechnology IDX
77.0% iShares Russell 1000 Growth IDX
72.1% iShares Russell 1000 Value IDX
74.6% iShares Russell 2000 IDX
81.1% iShares Russell 2000 Value IDX
74.6% iShares S&P 100 IDX
73.0% iShares S&P 500 Value IDX
74.6% iShares S&P Europe 350 IDX
81.1% iShares S&P Global Energy Sector IDX
79.5% iShares S&P GSCI Commodity-Indexed Trust
77.9% iShares S&P Latin America 40 IDX
74.6% iShares S&P SmallCap 600 IDX
71.3% iShares Silver Trust
81.1% ITT
75.4% J.B. Hunt Transport Services
82.0% J.C. Penney
75.4% J.M. Smucker
76.2% JA Solar Holdings
71.3% Jabil
77.0% Jacobs Engineering Group
72.1% Janus Capital Group
70.5% JetBlue Airways
77.0% John Deere
74.6% Johnson & Johnson
76.2% Johnson Controls
81.1% Joy Global
74.6% JPMorgan Chase
75.4% Juniper Networks
74.6% Kandi Technologies Group
73.8% Kansas City Southern
80.3% Kate Spade & Company
73.8% KB Home
71.3% Kellogg
73.8% Keryx Biopharmaceuticals
74.6% KeyCorp
79.5% Kimberly-Clark
71.3% Kimco Realty
74.6% Kinder Morgan
75.4% Kingold Jewelry
75.4% KLA-Tencor
76.2% Knight Transportation
82.0% Kohl’s
81.1% Kongzhong Corp.
73.0% Korea Electric Power
72.1% Kratos Defense & Security Solutions
81.1% Krispy Kreme Doughnuts
74.6% Kroger
75.4% L Brands
78.7% L-3 Communications Holdings
74.6% Laboratory Corp. of America
71.3% Lam Research Corporation
73.8% Landec
73.8% Landstar System
73.8% Lannett Company
75.4% Las Vegas Sands
77.9% Lattice Semiconductor
79.5% Legg Mason
77.0% Leggett & Platt
73.0% Leidos Holdings
73.8% Lennar
76.2% Leucadia National
77.0% Level 3 Communications
77.0% Lexicon Pharmaceuticals
79.5% Lexington Realty Trust
72.1% Lexmark
77.9% Limelight Networks
77.0% Lincoln National
74.6% Linear Technology
78.7% Lionbridge Technologies
77.9% Lockheed Martin
73.8% Loews
77.0% Louisiana-Pacific
78.7% Lowe’s
79.5% lululemon athletica
70.5% LyondellBasell Industries NV
71.3% M&T Bank
74.6% Macerich
78.7% Macy’s
79.5% Magna Intl
76.2% MannKind Corp
75.4% Marathon Oil
81.1% Marathon Petroleum Corporation
73.0% Marinemax
78.7% Market Vectors Gold Miners
74.6% Market Vectors Junior Gold Miners ETF
75.4% Market Vectors Oil Services ETF
74.6% Market Vectors Retail ETF
73.0% Market Vectors Semiconductor ETF
81.1% Market Vectors Steel Index Fund
73.0% Marriott
75.4% Marsh & Mclennan Co
79.5% Martin Marietta Materials
74.6% Marvell
75.4% Masco
73.8% Mastercard
76.2% Materials SPDR
73.8% Mattel
82.8% McCormick & Co
76.2% McDonald’s
80.3% McKesson
71.3% MDC Holdings
75.4% Mead Johnson Nutrition
75.4% Media General
72.1% Medifast
72.1% Medtronic
73.0% Melco Crown Entertainment
77.0% Mentor Graphics
73.0% Merck
78.7% Meredith
78.7% Methanex
76.2% MetLife
80.3% Mettler-Toledo International
80.3% MGIC Investment Corp
78.7% Michael Kors Holdings Limited
75.4% Microchip Technology
75.4% Micron Technology
78.7% Microsoft
75.4% Midcap SPDR Trust
74.6% MiMedx Group
72.1% Mitsubishi UFJ
73.0% Mobile Telesystems OJSC
81.1% Mohawk Industries
74.6% Molina Healthcare
74.6% Molson Coors Brewing
76.2% Momenta Pharmaceuticals
78.7% Mondelez International
71.3% Monsanto
76.2% Monster Beverage
72.1% Monster Worldwide
79.5% Moody’s
75.4% Morgan Stanley
77.0% Mosaic
82.8% Motorola
77.9% Murphy Oil
73.8% Mylan
80.3% Nabors Industries
77.0% NASDAQ OMX Group
75.4% National CineMedia
78.7% National Oilwell Varco
71.3% Nektar Therapeutics
75.4% Neonode
76.2% Net 1 Ueps Technologies
76.2% NetEase
72.1% Netflix
74.6% Network Appliance
74.6% Neurocrine Biosciences
77.9% NeuStar
75.4% New York Times Company
77.9% Newell Rubbermaid
77.0% Newfield Exploration Co
74.6% Newmont Mining
78.7% Newpark Resources
76.2% Nexstar Broadcasting Group
81.1% NextEra Energy
72.1% Nielsen Holdings
73.0% Nike
74.6% NiSource
75.4% Nissan Motor
77.9% Noble Corp
73.8% Noble Energy
71.3% Nokia
86.9% Nordic American Tankers
81.1% Nordstrom
77.9% Norfolk Southern
82.8% Northern Oil and Gas
77.9% Northern Trust
70.5% Northrop Grumman
72.1% Novartis
74.6% Novavax
76.2% NQ Mobile
82.8% NRG Energy
78.7% Nuance
75.4% Nucor
72.1% NutriSystem
76.2% NVIDIA
77.9% Oasis Petroleum
77.9% Office Depot
78.7% Olin
73.0% Omeros Corporation
80.3% Omnicom Group
70.5% ON Semiconductor
77.0% ONEOK
77.0% Opko Health
72.1% Oracle
73.8% OraSure Technologies
82.0% O’Reilly Automotive
73.0% Overstock.com
73.8% Owens & Minor
80.3% Owens Corning
77.0% Owens-Illinois
72.1% Oxy
77.0% PACCAR
73.0% Pacific Biosciences of California
75.4% Pacira Pharmaceuticals
77.0% Palo Alto Networks
77.0% Pan American Silver
74.6% Pandora Media
77.9% Panera Bread
76.2% Parker-Hannifin
80.3% Patterson Companies
75.4% Patterson-UTI Energy
75.4% Paychex
76.2% PDC Energy
77.9% PDL BioPharma
78.7% Pentair
74.6% People’s United Financial
73.8% PepsiCo
71.3% PerkinElmer
77.9% Perrigo
74.6% Petrobras Energia
77.9% PetroChina
76.2% Petroleo Brasileiro
71.3% Pfizer
81.1% PG&E
74.6% PGT
78.7% Philip Morris International
74.6% Phillips 66
77.9% Pinnacle West Capital
73.8% Pioneer Natural Resources
73.0% Pitney Bowes
73.0% Plains All American Pipeline
77.0% PNC
78.7% PolyOne
73.8% POOLCORP
76.2% Portland General Electric Company
78.7% PotashCorp
73.8% PowerShares DB Agriculture Fund
70.5% PowerShares DB Base Metals
80.3% PowerShares DB Commodity IDX Tracking Fund
78.7% PowerShares DB Energy Fund
73.8% PowerShares DB G10 Currency Harvest Fund
71.3% PowerShares DB Gold Fund
77.0% PowerShares DB Oil Fund
71.3% PowerShares DB Precious Metals Fund
76.2% PowerShares DB US Dollar IDN Bullish Fund
76.2% PowerShares DB US Dollar IDX Bearish Fund
77.9% PowerShares Dyn Bldg & Const.
73.0% PowerShares Gld Drg Haltr USX China
77.9% PowerShares QQQ
71.3% PowerShares Wilderhill Clean Energy
75.4% PPG Industries
75.4% PPL
77.0% Praxair
77.9% Priceline.com
72.1% Principal Financial Group
83.6% Procter & Gamble
71.3% Progressive
78.7% Prologis
72.1% ProShares Short Dow 30
73.0% ProShares Short MidCap 400
76.2% ProShares Short QQQ
74.6% ProShares Short Russell 2000
73.8% ProShares Short S&P 500
78.8% ProShares Short Small Cap 600
73.0% ProShares Short VIX Short-Term Futures
73.0% ProShares Ultra S&P500
76.2% ProShares UltraPro QQQ ETF
77.0% ProShares UltraShort Basic Materials
73.8% ProShares UltraShort Dow 30
77.9% ProShares UltraShort Euro
73.8% ProShares UltraShort MidCap 400
76.2% ProShares UltraShort Oil & Gas
73.8% ProShares UltraShort QQQ
74.6% ProShares UltraShort Russell 2000
72.1% ProShares UltraShort S&P 500
70.3% ProShares UltraShort Technology
77.9% ProShares UltraShort Treasury
74.2% ProShares UltraShort Utilities
81.1% Prospect Capital Corporation
72.1% Prudential Financial
73.8% Public Service Enterprise Group
76.2% Public Storage
73.8% Pulte Homes
77.0% PVH Corp
77.9% QEP Resources
73.8% Qlik Technologies
74.6% QLogic
72.1% QUALCOMM
77.0% Quanta Services
76.2% Quest Diagnostics
74.6% Radian Group
76.2% RAIT Financial Trust
77.9% Ralph Lauren Corporation
71.3% Rambus Inc
76.2% Randgold Resources
77.9% Range Resources
71.3% Rayonier
73.8% Raytheon
73.0% Realty Income Corp
73.0% Red Hat
70.5% Regeneron
76.2% Regions Financial
73.8% Reliance Steel & Aluminum
73.0% Repligen Corporation
76.2% Republic Services
72.1% Retail Opportunity Investments Corp
77.0% Revlon
82.8% Reynolds America
75.4% RGP
78.7% Rigel Pharmaceuticals
80.3% Robert Half
73.8% Rockwell Automation
71.3% Rockwell Collins
75.4% Rockwell Medical
72.1% Roper Industries
75.4% Ross Stores
71.3% Rowan Companies
82.0% Royal Bank of Canada
73.0% Royal Caribbean Cruises Ltd
78.7% RR Donnelley & Sons
77.9% Ruby Tuesday
74.6% Ruth’s Hospitality Group
74.6% Ryanair Holdings
77.9% Ryder System
73.8% S&P Global
79.5% Salesforce.com
79.5% Sanchez Energy
85.2% Sangamo Biosciences
77.9% Sanmina Corporation
76.2% Santander
72.7% Sarepta Therapeutics
77.0% SCANA
74.6% Schlumberger
78.7% Scientific Games Corporation
75.4% Scorpio Tankers
77.9% Scripps Networks Interactive
80.3% SeaChange International
73.0% Seagate Technology
75.4% Sealed Air
77.9% Sears Holdings
76.2% Select Comfort Corporation
78.7% Select Medical Holdings
77.0% Sempra Energy
73.0% Service Corporation Intl
75.4% Sherwin-Williams
73.0% Sify Technologies
70.5% Sigma Designs
73.8% Silicon Motion Technology
75.4% Silver Standard Resources
73.0% Silver Wheaton
72.1% Simon Property Group
72.1% SINA Corp
77.0% Sinovac Biotech
74.6% Sirius XM Radio
70.5% SJW Corp
79.5% Skechers U.S.A.
81.1% Skyworks Solutions
80.3% SL Green Realty Corp
76.2% SLM
78.7% SM Energy
75.4% Smith & Wesson
77.0% Snap-On
85.2% Sohu.com
75.4% Sonic Corp
78.7% Sony Corp
71.3% Southern Company
81.1% Southwest Airlines
77.9% Southwestern Energy
74.6% Spartan Motors
76.2% SPDR S&P 500 Dividend
72.1% SPDR S&P 500 Growth
72.1% SPDR S&P 500 Homebuilders
79.5% SPDR S&P 500 Oil & Gas
77.0% SPDR S&P 500 Regional Banking
76.2% SPDR S&P 500 Semiconductors
72.1% SPDR S&P 500 Value
79.5% SPDR S&P Biotech ETF
85.2% SPDR S&P Metals and Mining ETF
75.4% SPDR S&P Retail
73.8% SPDR S&P Transportation ETF
73.0% SPDRs
72.1% Spectra Energy
73.8% Spectrum Pharmaceuticals
71.3% Spirit Airlines
72.1% Sprint Nextel
84.4% St Jude Medical
72.1% Stage Stores
76.2% Stamps.com
77.9% Stanley Black & Decker
73.0% Staples
81.1% Starbucks
75.4% Starwood Hotel & Resort World
73.0% State Street
76.2% Statoil ASA
74.6% Steel Dynamics
77.9% Stericycle
82.8% Steven Madden
77.9% Stillwater Mining
82.0% STMicroelectronics
75.4% Stratasys
72.1% Streettracks Gold Trust
77.0% Stryker
74.6% Sturm, Ruger & Co
77.9% SunCoke Energy
76.2% SunOpta
76.2% SunPower Corporation
77.9% Sunstone Hotel Investors
77.0% SunTrust Banks
77.0% SUPERVALU
70.5% Symantec
71.3% Synaptics
78.7% Synergy Pharmaceuticals
77.9% Synergy Resources
74.6% Sysco
75.4% T. Rowe Price Group
73.0% Taiwan Semiconductor Manufacturing
81.1% Take-Two Interactive Software
73.0% Tangoe
78.7% Target
73.0% TASER
74.6% Tata Motors Ltd
75.4% TE Connectivity
77.9% Team Health Holdings
72.1% Technology SPDR
77.9% Teekay Tankers
73.8% Tegna (Gannett)
73.0% Teledyne Technologies
79.5% Televisa
77.9% Tenaris
73.8% Tenet Healthcare
72.1% Tenneco
72.1% Teradata
71.3% Teradyne
75.4% Terex
79.5% Tesla Motors
77.0% Tesoro
79.5% Tessera Technologies
71.3% Teva Pharmaceutical Industries
72.1% Texas Instruments
77.0% Textron
77.9% The Andersons
73.8% The Buckle
79.5% The Children’s Place
73.0% The Travelers
73.0% The9 Limited
74.6% Thermo Electron
76.2% Tiffany & Co
75.4% Tiger Media
72.1% Time Warner
77.9% Titan International
79.5% TiVo
74.6% TJX Companies
75.4% T-Mobile US
76.2% Torchmark
76.2% TOTAL
75.4% Total System Services
73.8% Toyota Motor
76.2% Transocean
73.0% TripAdvisor Inc
77.0% Twenty-First Century Fox
77.9% Twenty-First Century Fox A
75.4% Tyco
80.3% Tyson Foods
76.2% U.S. Steel
73.8% Ubiquiti Networks
76.2% UBS AG
72.1% ULTA Salon, Cosmetics & Fragrance
76.2% Under Armour
75.4% Unilife Corporation
73.8% Union Pacific
77.9% United Community Banks
78.7% United Continental Holding
75.4% United Healthcare
74.6% United Microelectronics Corporation
81.1% United Natural Foods
72.1% United Parcel Service
79.5% United Rentals
74.6% United States Natural Gas Fund
77.9% United States Oil
72.1% United Technologies
72.1% Universal Display Corp
77.0% Universal Health Services
72.1% Universal Insurance Holdings
77.0% Unum Group
72.1% Urban Outfitters
74.6% US Bancorp
75.4% USG
77.9% Utilities SPDR
71.3% UTStarcom
73.0% Vaalco Energy
74.6% Vale S.A.
72.1% Valero Energy
75.4% Vanda Pharmaceuticals
73.8% VanEck Vectors Pharmaceuticals ETF
73.0% Vanguard Emerging Markets
74.6% Vanguard FTSE Europe
75.4% Vanguard FTSE Pacific
73.0% Vanguard Materials
76.2% Vanguard REIT
71.3% Varian Medical Systems
72.1% VASCO Data Security International
76.2% Ventas
74.6% VeriSign
79.5% Verizon
73.8% Vertex Pharmaceuticals
70.5% VF Corp
74.6% Viacom
74.6% Visa
73.8% Vodafone
76.2% Vonage Holdings Corporation
76.2% Vornado Realty Trust
72.1% Vulcan Materials
75.4% W.R. Berkley
74.6% W.W. Grainger
75.4% Wabash National Corp
74.6% Walgreen Boots Alliance
70.5% Wal-Mart Stores
75.4% Walt Disney
77.0% Waste Management
73.8% Waters
75.4% Weatherford Intl
77.0% Web.com Group
73.8% WebMD Health
76.2% Webster Financial
80.3% WEC Energy Group
74.6% WellCare Health Plans
77.0% Wells Fargo
79.5% Welltower
75.4% Wendy’s
79.5% Werner Enterprises
73.8% West Pharmaceutical Services
78.7% Western Digital
79.5% Western Refining
74.6% Western Union
81.1% Whirlpool
79.5% Whiting Petroleum
72.1% Whole Foods Market
82.8% Williams Companies
77.0% Williams-Sonoma
74.6% Windstream
73.8% Wipro
76.2% WisdomTree Europe Hedged Equity
72.1% WisdomTree India Earnings
77.0% WisdomTree Investments
77.9% WNS (Holdings) Ltd
79.5% Wolverine World Wide
72.1% WPX Energy
73.8% Wyndham Worldwide
76.2% Wynn Resorts
77.0% Xcel Energy
82.8% Xerium Technologies
76.2% Xerox
71.3% Xilinx
75.4% XL Capital
77.0% Xylem
73.8% Yahoo!
72.1% Yamana Gold
73.0% Yum! Brands
73.0% Zimmer Holdings
77.0% Zions Bancorp
80.3% ZIOPHARM Oncology
76.2% Zogenix
[/fusion_table][/fusion_tab][fusion_tab title=”Canada Stocks and ETFs”]Training Dates: Data from 11/20/2010 to 11/20/2015 were used to train the neural networks.
Testing Dates: Out-of-sample data from 11/20/2015 to 5/20/2016 were used to test the accuracy of each market’s Neural Index prediction.
The average accuracy was 76.2% with a low of 70.7% for Agnico-Eagle Mines, Barrick Gold TSX, Dundee Precious Metals, Evertz Technologies, iShares S&P 500 Index CAD Hedge, Mountain Province Diamonds, Taseko Mines & WiLan and a high of 83.7% for Denison Mines, Morguard REIT & WestJet Airlines.

[fusion_table]
PERCENTAGE STOCKS
74.0% Aberdeen Asia-Pacific Income Investment Company
82.1% Absolute Software
80.2% Aecon Group
78.0% AGF Management
70.7% Agnico-Eagle Mines
71.5% Agrium TSX
72.7% Aimia
74.8% Air Canada
73.2% Alacer Gold
78.9% Alamos Gold
78.5% Alaris Royalty
73.6% Algonquin Power & Utilities
72.4% Alimentation Couche-Tard
79.7% Allied Properties REIT
76.9% AltaGas
71.5% Altius Minerals
78.0% Altus Group
72.4% ARC Resources
76.2% Arsenal Energy
76.4% Artis REIT
78.9% Atco
77.2% ATS Automation Tooling Systems
71.9% AutoCanada
76.9% Avigilon
78.9% Badger Daylighting
71.5% Ballard Power Systems
78.0% Bank of Montreal
77.2% Bankers Petroleum
70.7% Barrick Gold TSX
78.0% Baytex Energy Corp
78.0% BCE
77.2% Birchcliff Energy
78.0% Bird Construction
76.4% BlackBerry TSX
75.6% Boardwalk REIT
75.6% Bombardier
81.3% Bonavista Energy Corporation
71.5% Boralex
74.0% Boston Pizza Royalities Income Fund
74.0% Brompton VIP Income Fund
76.4% Brookfield Asset Management
74.4% Brookfield Renewable Energy Partners
71.5% CAE
74.0% Calfrac Well Services
79.3% Calian Group
77.2% Cameco TSX
82.9% Canadian Apartment Properties REIT
74.8% Canadian Fundamental Index Fund
81.3% Canadian Imperial Bank of Commerce
76.2% Canadian Life Companies Split
79.7% Canadian National Railway TSX
77.2% Canadian National Resources
72.4% Canadian Pacific Railway
82.1% Canadian REIT
78.9% Canadian Utilities
75.6% Canadian Western Bank
74.8% Canfor
73.2% Canfor Pulp Products Inc.
79.7% Canyon Services
74.4% Capital Power
73.3% Cardiome Pharma
74.0% Cascades
77.7% CCL Industries
78.0% Celestica
76.0% Cenovus Energy
74.8% Centerra Gold
77.2% CGI Group
77.2% Chartwell Seniors Housing REIT
75.6% Chemtrade Logistics Income Fund
76.9% Chorus Aviatio
71.1% CI Financial
74.8% Cineplex
78.0% Claymore S&P/TSX Canadian Dividend
76.4% Cogeco Cable
73.2% Cominar REIT
78.9% Computer Modelling Group
77.2% Constellation Software
76.4% Corus Entertainment
77.2% Cott
76.9% Crescent Point Energy
71.5% Crew Energy
76.4% Crombie REIT
72.4% Delphi Energy
83.7% Denison Mines
74.8% Descartes Systems
71.5% Detour Gold
79.3% DH Corp
74.0% DirectCash Payments, Inc
71.5% Dividend 15 Split Corp
73.6% Dollarama
77.7% Dominion Diamond
77.2% Domtar
76.4% Dorel Industries
74.4% Dream Office Real Estate Investment Trust
72.4% Dundee Corporation
70.7% Dundee Precious Metals
77.2% Eldorado Gold
75.2% Element Financial
78.9% Emera
73.2% Empire Company
74.0% Enbridge
71.5% Enbridge Income Fund Holdings, Inc
77.2% EnCana TSX
75.2% Endeavour Mining
71.5% Endeavour Silver
74.0% EnerCare
79.3% Enerflex
82.1% Enerplus Resources Fund
72.4% EnerVest Diversified Income Trust
82.1% Enghouse Systems
77.2% Ensign Energy Services
70.7% Evertz Technologies
76.9% Exchange Income
75.6% Extendicare REIT
78.9% Fairfax Financial Holdings
74.0% Finning International
78.9% First Capital Realty
83.5% First Majestic Silver
77.2% First Quantum Minerals
80.5% Fortis
76.0% Fortuna Silver Mines
72.7% Franco-Nevada Corp
78.0% Freehold Royalties, Ltd
79.3% Genworth MI Canada
73.2% George Weston
74.4% Gibson Energy
71.5% Goldcorp TSX
78.0% Great Canadian Gaming
78.0% Great-West Lifeco
78.0% Guyana Goldfields
76.4% H&R REIT
75.2% HNZ Group
78.0% Home Capital Group
73.2% Horizons BetaPro S&P/TSX 60 Bear
74.8% Horizons BetaPro S&P/TSX 60 Bull
77.7% Horizons BetaPro S&P/TSX Capped Financials Bear Plus
81.3% Horizons BetaPro S&P/TSX Capped Financials Bull Plus
74.4% Horizons BetaPro S&P/TSX Global Gold Bull Plus
76.4% HudBay Minerals
78.9% Husky Energy
74.8% IAMGOLD
76.4% IGM Financial
79.7% Imperial Metals
72.4% Imperial Oil
78.0% Industrial Alliance Insurance and Financial Services
75.2% Innergex Renewable Energy
78.9% InnVest REIT
80.2% Intact Financial
73.2% Inter Pipeline Ltd
75.6% Interfor
75.2% Intertape Polymer Group
75.6% iShares BRIC Index Fund
74.0% iShares Capped Comp Index Fund
76.4% iShares DEX All Corp Bond Index Fund
76.4% iShares DEX Real Return Bond Index Fund
71.5% iShares DEX Short Term Bond Index
78.0% iShares DOW Canada Select Dividend Index Fund
73.2% iShares MSCI EAFE Index CAD Hedge
70.7% iShares S&P 500 Index CAD Hedge
78.0% iShares S&P/TSX 60 Index Fund
74.0% iShares S&P/TSX Capped Energy Index
82.9% iShares S&P/TSX Capped Financial Index
76.4% iShares S&P/TSX Capped Info Technology Index Fund
71.5% iShares S&P/TSX Capped Materials Index Fund
82.9% iShares S&P/TSX Capped REIT Index
74.8% iShares S&P/TSX Global Gold Index Fund
78.9% iShares S&P/TSX Income Trust Fund Index
74.0% Ithaca Energy
73.2% Jean Coutu Group
78.5% Just Energy Group
76.4% Keg Royalties Income Fund
75.6% Keyera
81.3% Kinross Gold
74.8% Kirkland Lake Gold
73.2% Labrador Iron Ore Royalty Corp
79.7% Laurentian Bank of Canada
80.5% Linamar Corporation
78.9% Liquor Stores N.A. Ltd
77.2% Loblaw Companies
74.0% Lundin Mining
71.5% MacDonald Dettwiler and Associates
81.0% MAG Silver Corp
76.0% Magna International
71.3% Mainstreet Equity
78.9% Major Drilling Group International
73.2% Manitoba Telecom Services
77.2% Manulife Financial
78.9% Maple Leaf Foods
75.6% Martinrea International
77.2% McEwen Mining
74.4% Melcor Developments
77.2% Methanex TSX
75.6% Metro
79.5% Morguard
83.7% Morguard REIT
74.8% Morneau Shepell Inc
70.7% Mountain Province Diamonds
74.4% Mullen Group
82.9% National Bank of Canada
75.6% Nevsun Resources
73.2% New Flyer Industries
73.2% New Gold
78.0% Norbord
79.7% North West Company
78.9% Northland Power
72.4% NovaGold Resources
81.3% NuVista Energy
73.2% OceanaGold
78.0% Onex
77.2% Open Text
79.7% Painted Pony Petroleum
77.2% Pan American Silver TSX
75.6% Paramount Resources
73.2% Parkland Fuel
77.2% Pason Systems
77.2% Pembina Pipeline Corporation
73.2% Pengrowth Energy Trust
77.2% Penn West Exploration
73.2% Peyto Exploration & Development
76.4% PHX Energy Services
76.4% Pizza Pizza Royalty Corp
73.6% POET Technologies
76.0% Polymet Mining
77.2% PotashCorp TSX
81.3% Power Financial
77.7% Precision Drilling
78.0% Premier Gold Mines
71.1% Premium Brands Holdings
71.5% Premium Income
76.0% Pretium Resources
78.5% Pure Industrial Real Estate Trust
77.2% Quebecor
79.3% Richmont Mines
74.8% Riocan REIT
78.9% Ritchie Bros. Auctioneers
75.6% Rock Energy
74.8% Rogers Communications
78.0% Rogers Sugar Inc
79.7% Royal Bank of Canada TSX
71.5% Russel Metals
77.2% S&P/TSX 60
72.4% S&P/TSX Capped Consumer Discretionary
74.0% S&P/TSX Capped Consumer Staples
80.5% S&P/TSX Capped Diversified Metals & Mining
78.9% S&P/TSX Capped Energy
77.2% S&P/TSX Capped Financial
74.8% S&P/TSX Capped Health Care
75.6% S&P/TSX Capped Industrials
77.2% S&P/TSX Capped Information Technology
73.2% S&P/TSX Capped Materials
78.9% S&P/TSX Capped Real Estate
80.5% S&P/TSX Capped REIT
75.6% S&P/TSX Capped Telecommunication Services
73.2% S&P/TSX Global Gold
79.7% S&P/TSX Global Mining
77.2% S&P/TSX Income Trust
80.5% S&P/TSX Preferred Share
74.0% S&P/TSX Venture Composite
71.1% Sandstorm Gold
71.5% Sandvine
78.9% Saputo
76.4% Savanna Energy Services
74.8% Scotia Bank
76.0% Seabridge Gold
75.4% Sears Canada
74.4% Secure Energy Services
73.2% Semafo
77.2% Shaw Communications
74.8% Sherritt International
75.6% Sierra Wireless
82.9% Silver Standard Resources TSX
71.5% Silver Wheaton TSX
75.6% Silvercorp Metals
77.7% Sirius XM Canada Holdings
82.9% Smart REIT
71.5% SNC-Lavalin Group
74.0% Stantec
78.0% Stella-Jones
83.5% Student Transportation
74.0% Sun Life Financial
72.4% Suncor Energy
76.4% SunOpta TSX
83.5% Superior Plus
72.4% Sylogist
76.9% Tahoe Resources
70.7% Taseko Mines
73.2% Teck Resources
78.9% TELUS
74.4% Thomson Reuters
79.7% TMX Group
72.4% Toromont Industries
74.8% Toronto-Dominion Bank
77.2% Torstar
71.9% Tourmaline Oil
78.9% TransAlta
73.2% Transat A.T.
78.9% TransCanada Corporation
76.4% Transcontinental
72.7% TransForce
77.2% TransGlobe Energy
76.0% Tricon Capital Group
74.0% TSO3
77.2% Turquoise Hill Resources
79.7% Uranium Participation Corp.
75.6% Veresen
74.8% Wajax Corporation
77.2% West Fraser Timber
77.2% Western Forest Products
83.7% WestJet Airlines
75.6% Westport Innovations
82.1% Westshore Terminals
70.7% WiLan
79.7% Winpak
72.4% Yamana Gold TSX
78.9% YIELDPLUS Income Fund
[/fusion_table][/fusion_tab][fusion_tab title=”UK Stocks and ETFs”]

Training Dates: Data from 11/20/2010 to 11/20/2015 were used to train the neural networks.
Testing Dates: Out-of-sample data from 11/20/2015 to 5/20/2016 were used to test the accuracy of each market’s Neural Index prediction.
The average accuracy was 76.9% with a low of 70.5% for Norcros and a high of 87.0% for Ashmore.

[fusion_table]
PERCENTAGE STOCKS
78.9% 3I Group
76.2% A.G. Barr
80.5% Aberdeen Asset Management
71.5% Admiral Group
80.5% Advanced Medical Solutions
74.8% Afc Energy
79.5% Aggreko
73.0% Alliance Pharma
82.0% Alliance Trust
71.3% Alumasc Group
80.5% AMEC Foster Wheller
82.1% Amerisur
74.6% Amur Minerals
79.7% Anglo American
74.0% Antofagasta
82.1% ARM Holdings
87.0% Ashmore
74.0% Ashtead Group
76.4% ASOS
82.9% Associated British Foods
78.9% Assura Group
76.4% Astrazeneca LSE
79.5% Atkins
74.0% Aviva
82.9% Babcock Intl
81.3% BAE Systems
71.5% Balfour Beatty
79.7% Barclays LSE
77.2% Barratt Developments
76.2% Beazley
79.7% Bellway
78.0% Berkeley Group Holdings
78.9% BHP Billiton LSE
73.8% Booker
83.6% Bovis Homes
81.3% BP LSE
77.0% Brewin Dolphin
77.2% British American Tobacco
74.8% British Land
79.5% Britvic
77.2% Bt Group
75.6% Bunzl
74.8% Burberry Group
74.0% C&C Group
77.0% Cable & Wireless Communications
78.7% Cape
79.7% Capita Group
73.0% Caretech Holdings
79.7% Carillion
76.4% Carnival LSE
72.1% Carpetright
77.2% Centamin Egypt
78.0% Centrica
74.6% Chesnara
77.0% Close Brothers Group
73.2% Cobham
78.9% Compass Group
80.3% Cranswick
74.0% CRH
84.6% CRUD ETFS Commodity Securities
77.2% Dairy Crest
72.4% Darty
75.4% De La Rue
73.0% Debenhams
82.0% Derwent London
74.6% Devro
78.0% Diageo LSE
72.4% Dignity
78.7% Diploma
76.4% Dixons Carphone
78.7% DMGT
83.6% Domino’s Pizza LSE
77.9% DRAX
75.6% Dunelm
78.9% Earthport
74.0% easyJet
73.8% Edinburgh Dragon Trust
73.8% Edinburgh Investment Trust
77.0% Electrocomponents
81.3% Elementis
81.3% Enquest
81.3% Enterprise Inns
82.1% Essentra
72.4% Experian
76.2% F&C Commercial Property Trust
80.3% Fenner
72.4% Ferrexpo
77.2% FirstGroup
73.0% Flowgroup
78.7% Foreign & Colonial Investment Trust
77.2% G4S
81.3% Galliford Try
78.9% GKN
71.5% Glaxosmithkline LSE
72.1% Go-Ahead Group
78.7% Grainger
82.9% Great Portland Estates
79.5% Greene King
84.6% GW Pharmaceuticals
72.1% Halfords
74.8% Hammerson
80.3% Hansteen Holdings
76.4% Hargreaves Lansdown
72.4% Hargreaves Services
83.7% Hays
76.4% Helical Bar
73.8% HICL Infrastructure Company
78.0% Hikma
71.3% Hiscox
71.5% Hochschild
73.2% Home Retail
77.0% Homeserve
75.6% HSBC Holdings UK
75.6% ICAP
78.0% IG Group
73.2% Imagination Technologies
78.9% IMI
79.5% Impax Environmental Markets
76.4% Imperial Tobacco
77.9% Informa
76.4% Inmarsat
79.7% InterContinental Hotels
81.1% Intermediate Capital Group
74.8% International Consolidated Airlines
80.3% International Personal Finance
79.5% Interserve
71.5% Intertek Group
75.6% Investec
77.9% IQE
77.0% iShares Euro Stoxx 50
76.4% iShares FTSE 100
76.4% iShares FTSE 250
77.9% iShares FTSE EPRA/NAREIT Developed Markets
81.1% iShares Markit iBoxx GBP Corporate Bond
77.0% iShares MSCI AC Far East ex-Japan
74.8% iShares MSCI Emerging Market
78.7% iShares MSCI Europe ex-UK
73.8% iShares MSCI Japan GBP
77.0% iShares MSCI World
77.9% iShares S&P 500
73.2% ITE Group
75.6% ITV
81.3% J Sainsbury
77.9% J.D. Wetherspoon
73.8% James Halstead
72.1% Jardine Lloyd Thompson
77.2% JD Sports
70.7% Johnson Matthey
72.1% Johnson Service Group
72.4% Kazakhmys
81.1% KCOM Group
71.3% Keller Group
78.7% Kier Group
76.4% Kingfisher
78.9% Ladbrokes
73.0% Lancashire
82.9% Land Securities Group
72.1% Laura Ashley
76.4% Legal & General
76.4% Lloyds Group
74.0% London Stock Exchange
80.5% Lonmin
76.2% Lookers
73.8% Low & Bonar
80.3% Majestic Wine
79.7% Man Group
80.5% Marks & Spencer
71.5% Marshalls
77.2% Marston’s
81.1% McBride
72.1% Mears Group
72.1% Meggitt
82.1% Melrose
80.3% Michael Page
83.7% Micro Focus
77.9% Mitchells & Butlers
73.2% Mitie Group
75.6% Mondi
72.4% Moneysupermarket.com
78.9% Morrisons
76.2% Mothercare
77.0% N Brown Group
77.0% National Express
81.3% National Grid
79.7% Next
70.5% Norcros
81.3% Old Mutual
79.5% Paragon Group
74.8% Parkmead
72.4% Pearson
78.7% Pendragon
78.0% Persimmon
79.7% Petrofac
71.3% Playtech
73.8% Premier Foods
74.0% Premier Oil
73.2% Proteome
73.8% Provident Financial
76.4% Prudential LSE
78.7% PZ Cussons
72.1% Rathbone Bros
78.7% Real Good Food
77.2% Reckitt Benckiser Group
80.5% Redrow
76.4% Reed Elsevier
73.2% Regus
73.8% Reneuron
71.5% Renew Holdings
76.4% Rentokil Initial
82.9% Restaurant Group
74.0% Rio Tinto
74.6% Rockhopper Exploration, PLC
74.0% Rolls-Royce
73.0% Roxy Petroleum
78.9% Royal Bank of Scotland LSE
75.6% Royal Dutch Shell B
78.0% RPS Group
71.5% RSA Insurance
73.2% RWS Holdings
71.5% Ryanair Holdings LSE
74.8% Sabmiller
74.0% Sage Group
80.5% Savills
76.4% Schroders
77.2% Scottish & Southern Energy
73.0% Senior
74.8% Serco Group
75.6% Serica Energy
78.9% Severn Trent
73.2% Shaftesbury
78.0% Shire
79.5% SIG
82.1% Sirius Minerals
74.0% Sky plc
71.5% Smith & Nephew
77.2% Smiths Group
77.2% Soco International
72.1% Software Radio Technology
74.6% Sound Oil
75.4% Spirent
85.4% Sports Direct
76.2% St. James Place
78.7% Stagecoach
79.7% Standard Chartered
76.4% Standard Life
74.8% SThree
74.8% Stobart
75.6% SVG Capital
83.7% Synthomer
74.8% Tate & Lyle
83.7% Taylor Wimpey
72.4% Thomas Cook
83.6% TR Property Investment Trust
82.9% Tractor Supply Co
81.3% Travis Perkins
73.0% TT Electronics
77.2% Tullett Prebon
77.2% Tullow Oil
84.6% Tyman
77.2% Unilever LSE
78.7% UNITE Group
71.3% United Business Media
73.2% United Utilities
80.5% Vectura Group
78.9% Vedanta
73.0% Verona Pharma
77.9% Vertu Motors
72.4% Victoria Oil
81.3% Vodafone Group
73.8% Walker Greenbank
74.8% Weir Group
81.3% WH Smith
76.4% Whitbread
74.8% William Hill
75.6% Wolseley
72.1% Wood Group
78.9% WPP
[/fusion_table] [/fusion_tab][fusion_tab title=”Australia Stocks”]Training Dates: Data from 11/20/2010 to 11/20/2015 were used to train the neural networks.
Testing Dates: Out-of-sample data from 11/20/2015 to 5/20/2016 were used to test the accuracy of each market’s Neural Index prediction.
The average accuracy was 76.2% with a low of 70.2% for Asciano Group and a high of 84.3% for Bank of Queensland, AWE, Coca-Cola Amatil, DWS Advanced Business Solutions & Retail Food Group.

[fusion_table]
PERCENTAGE STOCKS
77.7% Adelaide Brighton
76.0% ALE Property Group
76.9% Alumina
72.7% Amcor
80.2% AMP
80.2% Ansell
72.7% APA Group
81.2% APN News & Media
78.5% Argo Investments
81.8% Aristocrat Leisure
70.2% Asciano Group
71.9% ASG Group
79.3% ASX
71.9% Aurizon Holdings
80.2% Austal
77.7% Australia Agriculture Company
76.9% Australian and New Zealand Bank
75.2% Australian Foundation Investment
71.1% Australian Pharmaceutical Industries
77.7% Automotive Holdings Group
84.3% AWE
84.3% Bank of Queensland
76.0% Beach Energy
70.8% Beadell
76.0% Bega Cheese
81.8% Bendigo and Adelaide Bank
73.6% BHP Billiton
75.6% Bionomics
71.9% Bluescope Steel
79.3% Boral
83.5% Brambles
81.0% Breville Group
77.7% Brickworks
71.1% BT Investment Management
74.4% Bunnings Warehouse Property
73.6% Cabcharge
71.9% Caltex Australia
74.4% Capitol Health
71.1% Cash Converters International
76.9% Challenger Limited
73.6% Charter Hall Group
80.2% Cimic Group
84.3% Coca-Cola Amatil
77.7% Cochlear
73.6% Commonwealth Bank of Australia
81.0% Computershare
71.9% Contango Microcap
74.3% Cooper Energy
83.5% Corporate Travel Management
75.2% Credit Corp Group
76.9% Crown Resorts
79.3% CSL
75.2% CSR
76.9% Domino’s Pizza Enterprises
74.4% Downer EDI
73.3% Duet Group
77.7% Dulux Group
84.3% DWS Advanced Business Solutions
73.6% Fairfax Media
78.5% Fisher & Paykel Healthcare
81.0% Fletcher Building
74.4% FlexiGroup
76.9% Flight Centre Travel Group
74.4% Fortescue Metals
71.9% Goodman Group
72.7% GPT Group
76.9% Graincorp
73.6% Greencross
76.0% GUD Holdings
75.2% Hansen Technologies
71.9% Havey Norman Holdings
73.6% Henderson Group
71.1% Hills Ltd
73.6% Iluka
74.4% Incitec Pivot
75.2% IND Group
71.1% Infomedia
73.6% Insurance Australia Group
76.0% Investa Office Fund
76.9% Invocare
74.4% Ioof Holdings LimitedStar
73.6% Iress Ltd.
76.0% James Hardie Industries
76.0% JB Hi-Fi
76.9% Karoon Gas
71.1% Kingrose Mining
81.8% Lendlease Group
76.9% Macquarie Group
73.6% Magellan Financial Group
78.5% McMillan Shakespeare
76.5% Metals X
71.1% Metcash
78.3% Mincor Resources
73.6% Mineral Resources
78.5% Mirvac Group
71.1% Monadelphous Group
75.2% Nanosonics
79.3% National Australian Bank
71.1% Navitas
79.2% NetComm
71.9% New Hope
73.6% Newcrest Mining
76.0% Nufarm Ltd
75.0% OBJ
76.0% OceanaGold ASX
75.2% Oil Search
80.2% Orica
76.0% Origin Energy
79.8% Orocobre
71.9% Oz Minerals
74.4% Perpetual
76.9% Platinum Assest Management
74.4% Premier Investments
76.9% Primary Health Care
71.1% Programmed Maintenance Services
72.7% Qantas Airways
74.4% QBE Insurance Group
80.2% Ramsay Health Care
79.8% RCR Tomlinson
79.3% REA Group
73.6% Regis Resources
74.4% ResMed
77.7% Resolute Mining
84.3% Retail Food Group
76.0% Ridley Corporation
71.9% Rio Tinto ASX
76.9% S&P ASX 200 Health Care
71.9% S&P ASX 200 Materials
77.7% S&P/ASX 100
79.3% S&P/ASX 20
76.0% S&P/ASX 200
76.0% S&P/ASX 200 A-REIT
81.8% S&P/ASX 200 Consumer Discretionary
76.9% S&P/ASX 200 Consumer Staples Index
76.9% S&P/ASX 200 Energy
76.9% S&P/ASX 200 Financials
81.0% S&P/ASX 200 Financials ex-A REITs
75.2% S&P/ASX 200 Telecommunications Services
76.0% S&P/ASX 200 Utilities
81.0% S&P/ASX 300
79.3% S&P/ASX 300 Metal and Mining
78.5% S&P/ASX 50
75.2% S&P/ASX All Australian 200
79.3% S&P/ASX All Australian 50
79.3% S&P/ASX All Ordinaries
74.4% S&P/ASX All Ordinaries Gold
78.5% S&P/ASX MidCap 50
79.3% S&P/ASX Small Ordinaries
81.0% SAI Global
75.2% Sandfire Resources
79.2% Santos
79.3% Saracen Mineral Holdings
76.9% Seek
73.6% Seven Group Holdings
78.5% Sigma Pharmaceuticals
76.0% Sims Metal Management
73.6% Sirtex Medical
78.8% Sky City Entertainment Group
74.4% SMS Management & Technology
77.7% Sonic Healthcare
80.7% Spark Infrastructure
73.9% Starpharma Holdings
81.0% Stockland
76.9% Suncorp Group
71.9% Sundance Energy Australia
72.7% Super Retail Group
71.1% Sydney Airport
74.4% Tabcorp
79.6% Tap Oil
76.9% Tassal Group
78.5% Tatts Group
74.4% Telstra
74.4% The Reject Shop
73.3% Tox Free Solutions
74.4% TPG Telecom
76.3% Transurban Group
73.6% Treasury Wine Estates
71.9% UGL
72.7% Village Roadshow Limited
73.6% Vocus Communications
71.1% Webjet
79.3% Wesfarmers
76.7% Western Areas
72.7% Westfield Corporation
72.7% Westpac Banking Corp
81.0% Whitehaven Coal
72.7% Woodside Petroleum
79.3% Woolworths
76.0% WorleyParsons
[/fusion_table][/fusion_tab][fusion_tab title=”Futures and Commodities”]

Training Dates: Data from 11/20/2010 to 11/20/2015 were used to train the neural networks.
Testing Dates: Out-of-sample data from 11/20/2015 to 5/20/2016 were used to test the accuracy of each market’s Neural Index prediction.
The average accuracy was 77.7% with a low of 69.9% for Singapore Straits Times and a high of 87.2% for U.S. Dollar IDX.

[fusion_table]
PERCENTAGE MARKETS
84.4% 10 Year U.S. Treasury Notes
82.8% 2 Year U.S. Treasury Notes
79.5% 5 Year U.S. Treasury Notes
77.9% Australian Dollar
81.6% Brent Crude
84.4% British Pound
79.0% CAC-40
82.0% Canadian Dollar
74.0% Canola
71.3% Cocoa
76.2% Coffee
77.0% COMEX miNY Gold
73.8% COMEX miNY Silver
77.9% Copper
74.6% Corn
75.4% Cotton
78.7% DAX
79.5% DJ Euro Stoxx 50
78.7% DJUA
73.0% E-Mini DJIA
78.9% E-Mini Euro FX
77.0% E-Mini Japanese Yen
78.7% E-mini Light Sweet Crude Oil
75.4% E-Mini NASDAQ 100
78.7% E-mini Natural Gas
73.0% E-Mini S&P 500
82.8% Euro
73.0% Euro Bund
84.4% Eurodollar
77.9% Feeder Cattle
76.8% FTSE 100
73.0% Gold
81.5% Hang Seng
80.3% Heating Oil
75.4% Japanese Yen
73.8% Kansas City Wheat
74.6% Lean Hogs
77.9% Light Sweet Crude Oil
82.0% Live Cattle
77.9% Lumber
81.1% Mexican Peso
75.4% Mini Corn
76.0% Mini Russell 2000
82.0% Mini Soybeans
76.2% Mini Wheat
74.6% NASDAQ Composite
77.9% Natural Gas
77.0% Nikkei 225
73.8% Oats
83.6% Orange Juice
82.0% Palladium
78.7% Platinum
78.7% RBOB Gasoline
78.7% Rough Rice
73.8% S&P 100
74.6% S&P 500
78.5% Share Price Index 200
76.2% Silver
69.9% Singapore Straits Times
76.2% Soybean Meal
77.0% Soybean Oil
82.8% Soybeans
74.6% Sugar #11
75.4% Swiss Franc
87.2% U.S. Dollar IDX
77.9% U.S. Treasury Bonds
74.4% VIX Index
76.2% Wheat
[/fusion_table][/fusion_tab][fusion_tab title=”Forex”]

Training Dates: Data from 11/20/2010 to 11/20/2015 were used to train the neural networks.
Testing Dates: Out-of-sample data from 11/20/2015 to 5/20/2016 were used to test the accuracy of each market’s Neural Index prediction.
The average accuracy was 77.6% with a low of 71.9% for Australian Dollar / Swiss Franc, U.S. Dollar / Singapore Dollar & U.S. Dollar / Swiss Franc and a high of 86.7% for Euro / U.S. Dollar.

[fusion_table]
PERCENTAGE PAIRS
72.7% Australian Dollar / Canadian Dollar
76.6% Australian Dollar / Japanese Yen
78.1% Australian Dollar / New Zealand Dollar
71.9% Australian Dollar / Swiss Franc
76.6% Australian Dollar / U.S. Dollar
78.1% British Pound / Australian Dollar
80.5% British Pound / Canadian Dollar
84.4% British Pound / Japanese Yen
72.7% British Pound / New Zealand Dollar
82.8% British Pound / Swiss Franc
80.5% British Pound / U.S. Dollar
78.1% Canadian Dollar / Japanese Yen
75.8% Canadian Dollar / Swiss Franc
74.2% Euro / Australian Dollar
82.8% Euro / British Pound
79.7% Euro / Canadian Dollar
73.4% Euro / Japanese Yen
81.7% Euro / New Zealand Dollar
73.4% Euro / Swiss Franc
86.7% Euro / U.S. Dollar
81.7% New Zealand Dollar / Canadian Dollar
72.7% New Zealand Dollar / Japanese Yen
75.4% New Zealand Dollar / Swiss Franc
75.8% New Zealand Dollar / U.S. Dollar
76.6% Singapore Dollar / Japanese Yen
76.6% Swiss Franc / Japanese Yen
74.2% U.S. Dollar / Brazilian Real
81.3% U.S. Dollar / Canadian Dollar
77.3% U.S. Dollar / Indian Rupee
81.3% U.S. Dollar / Israeli Shekel
78.1% U.S. Dollar / Japanese Yen
79.7% U.S. Dollar / Mexican Peso
71.9% U.S. Dollar / Singapore Dollar
80.5% U.S. Dollar / South African Rand
71.9% U.S. Dollar / Swiss Franc
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